# Roadmap
This roadmap outlines the planned evolution of the Hallucination Suppressor Suite.
The suite is already production‑ready for structural hallucination control, and the
next stages focus on scale, enterprise reliability, and domain‑specific extensions.
Q1 2026 — Public Release & Developer Traction
- Publish the suite as a unified open‑source package.
- Strengthen documentation and examples for Claude Desktop, Cursor, and MCP clients.
- Add opt‑in telemetry hooks for debugging and performance insights.
- Expand test coverage across all suppressors.
Q2 2026 — Hosted API & Paid Tier Launch
- Release a hosted API for teams that don’t want to run MCP servers locally.
- Introduce free and paid usage tiers.
- Add reliability dashboards for violation tracking and pipeline health.
- Provide team‑level API keys and usage analytics.
Q2–Q3 2026 — Domain Suppressors (Premium Add‑Ons)
- Legal suppressor (citation enforcement, claim validation).
- Medical suppressor (source‑bound factuality checks).
- Financial suppressor (numerical grounding, regulatory constraints).
- Brand‑Tone Enforcer for marketing and CX teams.
- Narrative Consistency Checker for long‑form fiction and game writing.
Q3 2026 — Enterprise Reliability Platform
- Add audit logs, policy enforcement, and compliance reporting.
- Support multi‑model consistency checks.
- Provide SLAs, dedicated support, and enterprise onboarding.
- Integrate with internal retrieval systems and vector databases.
Long‑Term Vision
The suite becomes the reliability layer for agent ecosystems — a structural firewall preventing hallucinations from propagating through tools, pipelines, and enterprise systems. The open‑source core remains free, while hosted and enterprise tiers provide scale, governance, and advanced capabilities.